Waveform
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Class Prior Estimation | Waveform | Estimation Error1.6 | 36 | |
| Classification | Waveform 21,1647,3353 | Accuracy89.8 | 32 | |
| Outlier Detection | Waveform | AUC-PR0.859 | 22 | |
| Outlier Detection | Waveform ADBench | AUROC (%)84.3 | 17 | |
| Outlier Detection | Waveform (Group I) | AUROC (%)84.3 | 14 | |
| Anomaly Detection | Waveform | AUC92.41 | 12 | |
| Outlier Detection | Waveform | AP0.235 | 11 | |
| Outlier Detection | Waveform | Precision-s39 | 9 | |
| Classification | Waveform (UCI) (test) | NLL0.299 | 9 | |
| Clustering | Waveform (UCI) | ARI42.09 | 8 | |
| Classification | WaveForm (test) | Mean Loss62.7 | 8 | |
| Classification | WaveForm (train) | Mean 0-1 Loss64.37 | 8 | |
| Clustering | Waveform | SS0.271 | 8 | |
| Clustering | Waveform | Adjusted Rand Index0.335 | 8 | |
| Classification | Waveform real-world (test) | Accuracy89 | 7 | |
| Classification | waveform | Accuracy91 | 7 | |
| Random Forest Compilation | waveform-21 | Accuracy82.4 | 2 |
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